Department of Public Health Sciences, Pennsylvania State University College of Medicine.
Department of Psychology, San Diego State University.
Health Psychol. 2010 Sep;29(5):496-505. doi: 10.1037/a0020428.
Identifying adults' physical activity patterns across multiple life domains could inform the design of interventions and policies.
Cluster analysis was conducted with adults in two U.S. regions (Baltimore/Washington, DC, n = 702; Seattle, WA [King County], n = 987) to identify different physical activity patterns based on adults' reported physical activity across four life domains: leisure, occupation, transport, and home. Objectively measured physical activity, and psychosocial and built (physical) environment characteristics of activity patterns were examined.
Accelerometer-measured activity, reported domain-specific activity, psychosocial characteristics, built environment, body mass index.
Three clusters replicated (κ = .90-.93) across both regions: Low Activity, Active Leisure, and Active Job. The Low Activity and Active Leisure adults were demographically similar, but Active Leisure adults had the highest psychosocial and built environment support for activity, highest accelerometer-measured activity, and lowest body mass index. Compared to the other clusters, the Active Job cluster had lower socioeconomic status and intermediate accelerometer-measured activity.
Adults can be clustered into groups based on their patterns of accumulating physical activity across life domains. Differences in psychosocial and built environment support between the identified clusters suggest that tailored interventions for different subgroups may be beneficial.
识别成年人在多个生活领域的身体活动模式,为干预措施和政策的制定提供信息。
对来自美国两个地区(巴尔的摩/华盛顿特区,n=702;西雅图,WA[金县],n=987)的成年人进行聚类分析,根据成年人在四个生活领域(休闲、职业、交通和家庭)报告的身体活动,识别不同的身体活动模式。检查了身体活动的客观测量值以及心理社会和建筑(物理)环境特征。
加速度计测量的活动、报告的特定领域活动、心理社会特征、建筑环境、体重指数。
三个聚类在两个地区都得到了复制(κ=.90-.93):低活动、积极休闲和积极工作。低活动和积极休闲的成年人在人口统计学上相似,但积极休闲的成年人在活动方面具有最高的心理社会和建筑环境支持、最高的加速度计测量活动和最低的体重指数。与其他聚类相比,积极工作的聚类社会经济地位较低,加速度计测量的活动中等。
可以根据成年人在多个生活领域积累身体活动的模式对其进行分组。确定的聚类之间在心理社会和建筑环境支持方面的差异表明,针对不同亚组的定制干预可能是有益的。